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Labor Market and Systemic Risk: a network-based approach

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  • Michel Alexandre
  • Thiago Christiano Silva

Abstract

In this paper, we explore the labor market channel of systemic risk. We consider that distressed firms, besides defaulting on part of their debt commitments, also react to negative shocks by lying off part of their employees. This constitutes another source of systemic risk, as these dismissed employees will not be able to honor their debt commitments. Using Brazilian data, we compute the systemic risk considering three possible strategies adopted by distressed firms: layoff of employees, default on debt commitments, or both strategies. Our findings underscore the significance of the labor market channel, as it has exhibited a noticeable rise in contribution to overall systemic risk in recent months. Moreover, we demonstrate that the amplification of initial shocks is more pronounced through this channel compared to the traditional firms’ loans channel. This study emphasizes the critical role played by the labor market in shaping systemic risk dynamics and calls for enhanced risk management practices to address these challenges effectively.

Suggested Citation

  • Michel Alexandre & Thiago Christiano Silva, 2023. "Labor Market and Systemic Risk: a network-based approach," Working Papers Series 584, Central Bank of Brazil, Research Department.
    • Handle: RePEc:bcb:wpaper:584
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    1. Veronica Guerrieri & Guido Lorenzoni, 2017. "Credit Crises, Precautionary Savings, and the Liquidity Trap," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(3), pages 1427-1467.
    2. Gai, Prasanna & Kapadia, Sujit, 2010. "Contagion in financial networks," Bank of England working papers 383, Bank of England.
    3. Scott R. Baker, 2018. "Debt and the Response to Household Income Shocks: Validation and Application of Linked Financial Account Data," Journal of Political Economy, University of Chicago Press, vol. 126(4), pages 1504-1557.
    4. Atif Mian & Kamalesh Rao & Amir Sufi, 2013. "Household Balance Sheets, Consumption, and the Economic Slump," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(4), pages 1687-1726.
    5. Michel Alexandre da Silva & Giovani Antônio Silva Brito & Theo Cotrim Martins, 2018. "Default Contagion among Credit Types: evidence from Brazilian data," Working Papers Series 476, Central Bank of Brazil, Research Department.
    6. Adelino, Manuel & Schoar, Antoinette & Severino, Felipe, 2015. "House prices, collateral, and self-employment," Journal of Financial Economics, Elsevier, vol. 117(2), pages 288-306.
    7. Kristopher Gerardi & Kyle F. Herkenhoff & Lee E. Ohanian & Paul S. Willen, 2018. "Can’t Pay or Won’t Pay? Unemployment, Negative Equity, and Strategic Default," The Review of Financial Studies, Society for Financial Studies, vol. 31(3), pages 1098-1131.
    8. Upper, Christian, 2011. "Simulation methods to assess the danger of contagion in interbank markets," Journal of Financial Stability, Elsevier, vol. 7(3), pages 111-125, August.
    9. Alexandre, Michel & Silva, Thiago Christiano & Michalak, Krzysztof & Rodrigues, Francisco Aparecido, 2023. "Does the default pecking order impact systemic risk? Evidence from Brazilian data," European Journal of Operational Research, Elsevier, vol. 309(3), pages 1379-1391.
    10. Silva, Thiago Christiano & da Silva, Michel Alexandre & Tabak, Benjamin Miranda, 2017. "Systemic risk in financial systems: A feedback approach," Journal of Economic Behavior & Organization, Elsevier, vol. 144(C), pages 97-120.
    11. Gauti B. Eggertsson & Paul Krugman, 2012. "Debt, Deleveraging, and the Liquidity Trap: A Fisher-Minsky-Koo Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(3), pages 1469-1513.
    12. Adam Looney & Constantine Yannelis, 2015. "A Crisis in Student Loans? How Changes in the Characteristics of Borrowers and in the Institutions They Attended Contributed to Rising Loan Defaults," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 46(2 (Fall)), pages 1-89.
    13. Carroll, Christopher D & Kimball, Miles S, 1996. "On the Concavity of the Consumption Function," Econometrica, Econometric Society, vol. 64(4), pages 981-992, July.
    14. Daron Acemoglu & Asuman Ozdaglar & Alireza Tahbaz-Salehi, 2015. "Systemic Risk and Stability in Financial Networks," American Economic Review, American Economic Association, vol. 105(2), pages 564-608, February.
    15. Erik Heitfield & Tarun Sabarwal, 2004. "What Drives Default and Prepayment on Subprime Auto Loans?," The Journal of Real Estate Finance and Economics, Springer, vol. 29(4), pages 457-477, December.
    16. Lux, Thomas, 2016. "A model of the topology of the bank – firm credit network and its role as channel of contagion," Journal of Economic Dynamics and Control, Elsevier, vol. 66(C), pages 36-53.
    17. Larry Eisenberg & Thomas H. Noe, 2001. "Systemic Risk in Financial Systems," Management Science, INFORMS, vol. 47(2), pages 236-249, February.
    18. Marco Bardoscia & Stefano Battiston & Fabio Caccioli & Guido Caldarelli, 2015. "DebtRank: A Microscopic Foundation for Shock Propagation," PLOS ONE, Public Library of Science, vol. 10(6), pages 1-13, June.
    19. Sumit Agarwal & Chunlin Liu, 2003. "Determinants of credit card delinquency and bankruptcy: Macroeconomic factors," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 27(1), pages 75-84, March.
    20. Atif Mian & Amir Sufi, 2014. "What Explains the 2007–2009 Drop in Employment?," Econometrica, Econometric Society, vol. 82, pages 2197-2223, November.
    21. Nier, Erlend & Yang, Jing & Yorulmazer, Tanju & Alentorn, Amadeo, 2007. "Network models and financial stability," Journal of Economic Dynamics and Control, Elsevier, vol. 31(6), pages 2033-2060, June.
    22. Silva, Thiago Christiano & Alexandre, Michel da Silva & Tabak, Benjamin Miranda, 2018. "Bank lending and systemic risk: A financial-real sector network approach with feedback," Journal of Financial Stability, Elsevier, vol. 38(C), pages 98-118.
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